نسخة أولية وصول مفتوح
FORTE: A Production Framework for Feature Evaluation and Deprecation in Industrial Recommender Systems
Production recommender systems have feature-lifecycle asymmetry: adding new features must produce gains on some metric, while feature removal must not regress any metric. In practice, feature deprecation is hard to prioritize as a feature can fail to be removed if it interacts with other features, its importance change …